Skill comparison

Compare agent skills before installing.

Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.

Comparing 4 skills

Use this as a shortlist, then open the skill detail page before adopting.

Add more skills

Decision summary

Gatk is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.

Strongest overall

Gatk

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

Gatk

Best first install candidate based on install readiness and adoption.

Freshest repo

Gatk

Most recent maintenance signal among this shortlist.

SignalJvarkit

Java utilities for Bioinformatics

Gatk

Official code repository for GATK versions 4 and up

Galaxy

Data intensive science for everyone.

Cdk

The Chemistry Development Kit

Quality
73/100
Strong
99/100
Excellent
99/100
Excellent
85/100
Excellent
Decision verdict
84/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

96/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Adoption523 stars
0 installs
2.0K stars
0 installs
1.8K stars
0 installs
585 stars
0 installs
FreshnessMay 7, 2026Jun 16, 2026Jun 16, 2026Jun 13, 2026
Use-case fit
Stack fit
Platform hintsJava, Bioinformatics, Claude CodeJava, Bioinformatics, Claude CodePython, Bioinformatics, Claude CodeJava, Bioinformatics, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement0 views
0 install copies
0 views
0 install copies
0 views
0 install copies
0 views
0 install copies
Install
$ npx skills add lindenb/jvarkit
$ npx skills add broadinstitute/gatk
$ npx skills add galaxyproject/galaxy
$ npx skills add cdk/cdk